As the customer’s AWS and Kubernetes environment scaled, managing infrastructure reliability, operational visibility and day-to-day EKS operations became increasingly complex. The team needed to move from a reactive operating model to a proactive, structured cloud operations framework — with centralized monitoring, proactive alerting, EKS lifecycle management, incident response and ongoing AWS cost governance across a growing set of production workloads.